{"id":"W2913625965","doi":"10.1097/hcr.0000000000000396","title":"Cardiac Rehabilitation Quality Improvement","year":2019,"lang":"en","type":"review","venue":"Journal of Cardiopulmonary Rehabilitation and Prevention","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Medicine; Quality management; Audit; Reimbursement; Quality (philosophy); Rehabilitation; Health care; Quality audit; Quality assurance; Nursing; Physical therapy; Operations management; Business; Accounting; External quality assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005138243,0.000374268,0.003367434,0.0005531,0.00008547705,0.00002566121,0.00007353435,0.0003947107,0.00002125559],"category_scores_gemma":[0.0007489911,0.000302704,0.002880128,0.0003278495,0.00008481988,0.0002804225,0.00004283189,0.0006738002,0.00001997352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008092481,"about_ca_system_score_gemma":0.001281536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001757833,"about_ca_topic_score_gemma":6.954251e-7,"domain_scores_codex":[0.9944747,0.001418116,0.002610228,0.0003984233,0.000806719,0.0002918166],"domain_scores_gemma":[0.9954076,0.001443801,0.001777392,0.0004374654,0.0005102296,0.0004234757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002893226,0.0001291017,0.0004308938,0.09057566,0.0002040676,0.000004569657,0.0001678211,5.567536e-7,0.000006099342,0.00009101615,0.0008134845,0.9072874],"study_design_scores_gemma":[0.00103855,0.006837359,0.006000122,0.01774939,0.002551924,0.0003290294,0.0005996301,0.000001056901,4.11395e-7,0.0004507042,0.9641885,0.0002532915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002584901,0.9905768,0.00006851576,0.0004654289,0.001922318,0.003317072,0.00005552746,0.0000194911,0.0009899144],"genre_scores_gemma":[0.0008961707,0.9942604,0.003219062,0.0000656683,0.0006894846,0.00008539522,0.0001559471,0.00005017136,0.0005776926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.963375,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855082130925015,"score_gpt":0.4237178460596522,"score_spread":0.3751670247504021,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}